A graphical approach to the dual response robust design problems

This paper attempts to describe a new framework for the optimization aspect of DRS problems with particular emphasis on robust design (DRS-RD) problems. A graphical approach is proposed here using compromise programming. This would generate a set of Pareto optimal solutions for the dual response pro...

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Vydané v:Annual Reliability and Maintainability Symposium, 2005. Proceedings s. 200 - 206
Hlavní autori: Shao Wei Lam, Loon Ching Tang
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 2005
Predmet:
Constraint optimization
Decision making
Design engineering
Design optimization
Pareto optimization
Response surface methodology
Robustness
Six sigma
Statistical analysis
Systems engineering and theory
ISBN:9780780388246, 0780388240
ISSN:0149-144X
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Shrnutí:This paper attempts to describe a new framework for the optimization aspect of DRS problems with particular emphasis on robust design (DRS-RD) problems. A graphical approach is proposed here using compromise programming. This would generate a set of Pareto optimal solutions for the dual response problem. The decision maker can then have the flexibility of studying the trade-offs involved in selecting the optimal design point. The method is fully implemented using the Solver function in Excel, producing graphically the set of Pareto optimal design points that can aid decision making. In order to support effective consideration of the predictive capability, confidence and prediction intervals were also established for these Pareto optimal solutions.
ISBN:9780780388246
0780388240
ISSN:0149-144X
DOI:10.1109/RAMS.2005.1408362